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This study compared the ability of three analysis techniques (peak picking, Woody's method, and the Enhanced Maximum Likelihood (EML) method) to determine amplitude and latency of a pain-evoked P3a component in single trials. The EML method was modified to address issues with temporal resolution and oscillating results. The comparison yielded results consistent with prior studies, validating the implementation. While the EML method effectively determined P3a latency, amplitude estimation was unreliable due to a low signal-to-noise ratio. Pain habituation remained undetected in 53% of subjects unless single trials were binned in larger chunks, highlighting the limitations of template-based approaches.

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Description

This study compared the ability of three analysis techniques (peak picking, Woody's method, and the Enhanced Maximum Likelihood (EML) method) to determine...

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  • File Format: PDF
  • File Size: 763 KB
  • Pages: 21
  • Language: EN
  • Total Downloads: 54
  • Last Updated: 3 weeks ago

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